On the hardness of approximating the UET-UCT scheduling problem with hierarchical communications

Evripidis Bampis; R. Giroudeau; J.-C. König[1]

  • [1] LIRMM, Université de Montpellier II, UMR 5506 du CNRS, 161 rue Ada, 34392 Montpellier Cedex 5, France

RAIRO - Operations Research - Recherche Opérationnelle (2002)

  • Volume: 36, Issue: 1, page 21-36
  • ISSN: 0399-0559

Abstract

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We consider the unit execution time unit communication time ( UET-UCT ) scheduling model with hierarchical communications [1], and we study the impact of the hierarchical communications hypothesis on the hardness of approximation. We prove that there is no polynomial time approximation algorithm with performance guarantee smaller than 5 / 4 (unless 𝒫 = 𝒩𝒫 ). This result is an extension of the result of Hoogeveen et al. [6] who proved that there is no polynomial time ρ -approximation algorithm with ρ < 7 / 6 for the classical UET-UCT scheduling problem with homogeneous communication delays and an unrestricted number of identical machines.

How to cite

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Bampis, Evripidis, Giroudeau, R., and König, J.-C.. "On the hardness of approximating the UET-UCT scheduling problem with hierarchical communications." RAIRO - Operations Research - Recherche Opérationnelle 36.1 (2002): 21-36. <http://eudml.org/doc/245145>.

@article{Bampis2002,
abstract = {We consider the unit execution time unit communication time ($\!$UET-UCT$\!$) scheduling model with hierarchical communications [1], and we study the impact of the hierarchical communications hypothesis on the hardness of approximation. We prove that there is no polynomial time approximation algorithm with performance guarantee smaller than $5/4$ (unless $\{\mathcal \{P\}\}=\{\mathcal \{NP\}\}$). This result is an extension of the result of Hoogeveen et al. [6] who proved that there is no polynomial time $\rho $-approximation algorithm with $\rho &lt; 7/6$ for the classical UET-UCT scheduling problem with homogeneous communication delays and an unrestricted number of identical machines.},
affiliation = {LIRMM, Université de Montpellier II, UMR 5506 du CNRS, 161 rue Ada, 34392 Montpellier Cedex 5, France},
author = {Bampis, Evripidis, Giroudeau, R., König, J.-C.},
journal = {RAIRO - Operations Research - Recherche Opérationnelle},
keywords = {scheduling; hierarchical communications; non-approximability},
language = {eng},
number = {1},
pages = {21-36},
publisher = {EDP-Sciences},
title = {On the hardness of approximating the UET-UCT scheduling problem with hierarchical communications},
url = {http://eudml.org/doc/245145},
volume = {36},
year = {2002},
}

TY - JOUR
AU - Bampis, Evripidis
AU - Giroudeau, R.
AU - König, J.-C.
TI - On the hardness of approximating the UET-UCT scheduling problem with hierarchical communications
JO - RAIRO - Operations Research - Recherche Opérationnelle
PY - 2002
PB - EDP-Sciences
VL - 36
IS - 1
SP - 21
EP - 36
AB - We consider the unit execution time unit communication time ($\!$UET-UCT$\!$) scheduling model with hierarchical communications [1], and we study the impact of the hierarchical communications hypothesis on the hardness of approximation. We prove that there is no polynomial time approximation algorithm with performance guarantee smaller than $5/4$ (unless ${\mathcal {P}}={\mathcal {NP}}$). This result is an extension of the result of Hoogeveen et al. [6] who proved that there is no polynomial time $\rho $-approximation algorithm with $\rho &lt; 7/6$ for the classical UET-UCT scheduling problem with homogeneous communication delays and an unrestricted number of identical machines.
LA - eng
KW - scheduling; hierarchical communications; non-approximability
UR - http://eudml.org/doc/245145
ER -

References

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  1. [1] E. Bampis, R. Giroudeau and J.C. König, Using duplication for multiprocessor scheduling problem with hierarchical communications. Parallel Process. Lett. 10 (2000) 133-140. 
  2. [2] B. Chen, C.N. Potts and G.J. Woeginger, A review of machine scheduling: Complexity, algorithms and approximability, Technical Report Woe-29. TU Graz (1998). Zbl0944.90022MR1665416
  3. [3] Ph. Chrétienne, E.J. Coffman Jr., J.K. Lenstra and Z. Liu, Scheduling Theory and its Applications. Wiley (1995). Zbl0873.90049MR1376605
  4. [4] M.R. Garey and D.S. Johnson, Computers and Intractability, a Guide to the Theory of 𝒩𝒫 -Completeness. Freeman (1979). Zbl0411.68039MR519066
  5. [5] R.L. Graham, E.L. Lawler, J.K. Lenstra and A.H.G. Rinnooy Kan, Optimization and approximation in deterministics sequencing and scheduling theory: A survey. Ann. Discrete Math. 5 (1979) 287-326. Zbl0411.90044MR558574
  6. [6] J.A. Hoogeveen, J.K. Lenstra and B. Veltman. Three, four, Five, six, or the complexity of scheduling with communication delays. Oper. Res. Lett. 16 (1994) 129-137. Zbl0816.90083MR1306216

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